{"id":19289789,"url":"https://github.com/ragibson/mfcc-speech-recognition","last_synced_at":"2025-07-05T07:07:08.182Z","repository":{"id":143220412,"uuid":"188122782","full_name":"ragibson/MFCC-speech-recognition","owner":"ragibson","description":"Real-time speech recognition via \"Mel-Frequency Cepstral Coefficients\" neural networks.","archived":false,"fork":false,"pushed_at":"2019-05-23T21:48:30.000Z","size":1102,"stargazers_count":7,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-07-05T07:07:06.321Z","etag":null,"topics":["machine-learning","mfcc","neural-network","pytorch","real-time","speech-recognition"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ragibson.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-05-22T22:36:09.000Z","updated_at":"2024-08-26T18:57:28.000Z","dependencies_parsed_at":"2023-06-01T21:00:46.858Z","dependency_job_id":null,"html_url":"https://github.com/ragibson/MFCC-speech-recognition","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ragibson/MFCC-speech-recognition","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ragibson%2FMFCC-speech-recognition","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ragibson%2FMFCC-speech-recognition/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ragibson%2FMFCC-speech-recognition/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ragibson%2FMFCC-speech-recognition/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ragibson","download_url":"https://codeload.github.com/ragibson/MFCC-speech-recognition/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ragibson%2FMFCC-speech-recognition/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263699785,"owners_count":23497963,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["machine-learning","mfcc","neural-network","pytorch","real-time","speech-recognition"],"created_at":"2024-11-09T22:17:11.351Z","updated_at":"2025-07-05T07:07:08.170Z","avatar_url":"https://github.com/ragibson.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MFCC-speech-recognition\n\nThis repository contains an easy-to-train machine learning architecture that\ncan recognize speech commands on low-end, commodity hardware in real-time.\n\nSpecifically, the architecture uses \"Mel-frequency cepstral coefficients\" as\ninput features to a small neural network, achieving \"near state-of-the-art\"\nclassification accuracy.\n\nImportantly, this implementation has an inference time of ~10 microseconds on\na desktop CPU for 0.1 s of input sound. In other words, it could run in\nreal-time on systems up to 10,000x slower than our desktop CPU.\n\nA more comprehensive description of the architecture and its performance can\nbe read [here](report/DeepHark.pdf).\n\nThis project was originally hosted\n[here](https://github.com/deephark/DeepHark).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fragibson%2Fmfcc-speech-recognition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fragibson%2Fmfcc-speech-recognition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fragibson%2Fmfcc-speech-recognition/lists"}